LTU-Machine-Learning / Inner_Speech_EEG_fMRILinks
This repository contains the code used to preprocess the EEG and fMRI data along with the stimulation protocols used to generate the Bimodal Inner Speech dataset.
☆18Updated last year
Alternatives and similar repositories for Inner_Speech_EEG_fMRI
Users that are interested in Inner_Speech_EEG_fMRI are comparing it to the libraries listed below
Sorting:
- Codes to reproduce the Inner speech Dataset publicated by Nieto et al.☆86Updated last year
- Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature i…☆66Updated last year
- This project contains the code for a deep learning architecture to analyze EEG data.☆50Updated 4 months ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆44Updated last week
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆68Updated 3 years ago
- Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using th…☆33Updated 2 years ago
- Scripts to work with an intracranial EEG dataset of speech production.☆25Updated 5 months ago
- EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your M…☆44Updated last year
- ☆67Updated last year
- Hands-on tutorial on deep learning for EEG classification.☆78Updated last year
- Code for preprocessing data for the Naturalistic viewing EEG FMRI data release from NKI☆40Updated 2 years ago
- Automatic labeling of ICA components in Python.☆104Updated this week
- Analyze and manipulate EEG data using PyEEGLab.☆61Updated 4 years ago
- Use DNNs to build encoding models of EEG visual responses.☆85Updated 3 months ago
- ☆37Updated last year
- ☆18Updated this week
- Deep learning model for EEG artifact removal☆73Updated 3 years ago
- ECoG/EEG neural network decoder that can generalize to unseen participants and recording modalities. Replicates our published results: ht…☆29Updated 4 years ago
- ☆33Updated 10 months ago
- A framework for real-time brain-machine interface☆50Updated 6 months ago
- [ICLR 2023] Code for BrainBERT☆58Updated 5 months ago
- Pretrained decoders for intracortical BCI.☆16Updated 2 weeks ago
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆28Updated 6 years ago
- ☆51Updated 3 weeks ago
- A handbook for EEG data analysis based on Python☆62Updated last year
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆76Updated last month
- Compute and plot standard EEG electrode positions.☆70Updated 2 months ago
- Code for the paper "Neuro-GPT: Towards a Foundation Model for EEG"☆172Updated last year
- Material for Pybrain 2020 MNE-Python workshop☆138Updated 4 years ago
- A three-part lecture series on spectral and spatial statistical source separation in neuroscience data.☆34Updated 3 years ago